Presentation from meetup "IoT Under Test" organized by Silvair. Łukasz shared with you:
✅ how testing IoT product differs from a simpler tech stack (and how it's similar)
✅ what's a good model of thinking about the quality
✅ how we @ Silvair approach challenges of Quality Assurance
Contributing to Automotive Grade Linux (AGL) and GENIVI Development Platform ...Leon Anavi
Presentation from Embedded Linux Conference 2017 in Portland, Oregon (21-23 February) about contributing to Automotive Grade Linux (AGL) and GENIVI Development Platform (GDP).
Contributing to Automotive Grade Linux (AGL) and GENIVI Development Platform ...Leon Anavi
Presentation from Embedded Linux Conference 2017 in Portland, Oregon (21-23 February) about contributing to Automotive Grade Linux (AGL) and GENIVI Development Platform (GDP).
For the full video of this presentation, please visit:
https://www.embedded-vision.com/platinum-members/embedded-vision-alliance/embedded-vision-training/videos/pages/dec-2019-alliance-vitf-khronos
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Neil Trevett, President of the Khronos Group and Vice President of Developer Ecosystems at NVIDIA, delivers the presentation "Current and Planned Standards for Computer Vision and Machine Learning" at the Embedded Vision Alliance's December 2019 Vision Industry and Technology Forum. Trevett shares updates on recent, current and planned Khronos standardization activities aimed at streamlining the deployment of embedded vision and AI.
Software, Over the Air (SOTA) for Automotive Grade Linux (AGL)Leon Anavi
Brief introduction to the state of GENIVI SOTA projects and its integration in Automotive Grade Linux (AGL) for AGL face to face meeting in Vannes 25-27 May, 2016. The presentation also features requirements and brief analysis of open source software tools for installation strategy on AGL devices.
Sony R&D Center has been though robotics history and products for years. As robotics platform and Robotics Operating System (ROS) getting matured, there is a requirement to handle the distributed system integration. Using Kubernetes on edge cluster system, there are a lot of advantages such as application lifecycle, deployment and recovery. Also using CNI and ROS Data Distributed System, it can construct distributed system on edge cluster, so that multiple robots can connect directedly and work collaboratively for the specific task. We will share how we can use Kubernetes on edge including deployment robotics application and possible problems based on our experience. Furthermore, we will share our approach to support edge dependent platform with device-plugin to attach hardware resources and even virtual devices which access to the host system such as 3rd party application.
Embeddable Databases for Mobile Apps: Stress-Free Solutions with InterBaseEmbarcadero Technologies
When it comes to developing mobile applications, keeping data on your device is a must-have feature, but can still be risky. With embedded InterBase, you can deploy high-performance multi-device applications that maintain 256-bit encryption, have a small footprint and need little, if any, administration.
What can participants expect to learn: Using InterBase in your mobile apps is easier than you may expect. Learn to develop mobile applications using InterBase, and how to take advantage of some of the convenient features about InterBase like Change Views and 256-bit security.
Join Mary Kelly, InterBase Engineer & RAD Software Consultant, and Jim McKeeth, Chief Developer Advocate & Engineer, for this webinar replay.
Replay: https://embt.co/2qUPwWY
Session ID: HKG18-312
Session Name: HKG18-312 - CMSIS-NN
Speaker: Rod Crawford
Track: LEG;Ecosystem Day
★ Session Summary ★
Deep learning algorithms are gaining popularity in IoT edge devices, because of their human-level accuracy in many applications, such as image classification and speech recognition. There is an increasing interest in deploying neural networks (NN) on always-on systems such as Arm Cortex-M microcontrollers. In this session, we introduce the challenges of deploying neural networks on microcontrollers with limited memory/compute resources and power budget. We introduce CMSIS-NN, optimized software kernels to enable deployment of neural networks on Cortex-M cores. We further present NN architecture exploration, using keyword spotting application as an example, to develop light-weight models suitable for resource constrained systems.
---------------------------------------------------
★ Resources ★
Event Page: http://connect.linaro.org/resource/hkg18/hkg18-312/
Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-312.pdf
Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-312.mp4
---------------------------------------------------
★ Event Details ★
Linaro Connect Hong Kong 2018 (HKG18)
19-23 March 2018
Regal Airport Hotel Hong Kong
---------------------------------------------------
Keyword: LEG;Ecosystem Day
'http://www.linaro.org'
'http://connect.linaro.org'
---------------------------------------------------
Follow us on Social Media
https://www.facebook.com/LinaroOrg
https://www.youtube.com/user/linaroorg?sub_confirmation=1
https://www.linkedin.com/company/1026961
Whether you are an AI, HPC, IoT, Graphics, Networking or Media developer, visit the Intel Developer Zone today to access the latest software products, resources, training, and support. Test-drive the latest Intel hardware and software products on DevCloud, our online development sandbox, and use DevMesh, our online collaboration portal, to meet and work with other innovators and product leaders. Get started by joining the Intel Developer Community @ software.intel.com.
Qt App Development - Cross-Platform Development for Android, iOS, Windows Pho...Andreas Jakl
How to create a cross-platform native app? What is Qt and which platforms does it support?
Get the latest information on the open source, C++ based framework that lets you target Android, iOS and Windows Phone - plus desktop and embedded platforms! Also contains info on contained UI technologies, the Qt dual-licensing model and the roadmap.
WinJS, Apache Cordova & NFC - HTML5 apps for Android and Windows PhoneAndreas Jakl
How to create cross-platform mobile apps with HTML5 that integrate directly into the platform.
By combining several enterprise-class frameworks and tools, you can create apps that run on all mobile devices, developed in a central repository and tool.
In this presentation, you will learn how to create HTML5 apps with the Visual Studio Multi-Device Hybrid Apps plug-in. Apache Cordova is directly integrated and resposible for creating native apps for the mobile platforms.
WinJS can be used as a major UI framework that is now open source and works accross all platforms and browsers.
To check how you can integrate apps deeper with the native platforms, you will also see how to install and use a custom plug-in that enables Near Field Communication (NFC) on both Android and Windows Phone.
Debug, Analyze and Optimize Games with Intel Tools - Matteo Valoriani - Codem...Codemotion
Use the full potential of your favorite platform while improving a videogame's frame rate and performance with GPA (Graphic Performance Analyzer), a free tool powered by Intel. Featuring a convenient panel overlay, you can quickly identify problem areas and experiment with improvements without having to recompile the source code. System Analyzing to isolate common bottlenecks that affect your game's performance in real time. Analyze performance on a single frame down to the draw call level. Identify where you can evenly distribute workloads across the CPU and GPU.
Solving the Automation Puzzle - how to select the right automation framework ...Ori Bendet
From open source to commercial tools - how we selected the right tool for our automation framework in several projects and products in HPE Software.
Selecting the right automation framework is hard. Today, there are so many possibilities. From open source solutions (Selenium Appium, etc.), to our own developed commercial tools (QTP, UFT, Mobile Center) What was the process that we do in order to select the right automation framework. Our approach was to 1st define our needs from such a framework and we ended up with a list of 10 must have requirements for such a framework and then went on to pick the right tool. We ended up with different frameworks for different projects with a wide combinations of open source (yes, we at HP use open source) to our own tools (UFT, LeanFT, etc.)
For the full video of this presentation, please visit:
https://www.embedded-vision.com/platinum-members/embedded-vision-alliance/embedded-vision-training/videos/pages/dec-2019-alliance-vitf-khronos
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Neil Trevett, President of the Khronos Group and Vice President of Developer Ecosystems at NVIDIA, delivers the presentation "Current and Planned Standards for Computer Vision and Machine Learning" at the Embedded Vision Alliance's December 2019 Vision Industry and Technology Forum. Trevett shares updates on recent, current and planned Khronos standardization activities aimed at streamlining the deployment of embedded vision and AI.
Software, Over the Air (SOTA) for Automotive Grade Linux (AGL)Leon Anavi
Brief introduction to the state of GENIVI SOTA projects and its integration in Automotive Grade Linux (AGL) for AGL face to face meeting in Vannes 25-27 May, 2016. The presentation also features requirements and brief analysis of open source software tools for installation strategy on AGL devices.
Sony R&D Center has been though robotics history and products for years. As robotics platform and Robotics Operating System (ROS) getting matured, there is a requirement to handle the distributed system integration. Using Kubernetes on edge cluster system, there are a lot of advantages such as application lifecycle, deployment and recovery. Also using CNI and ROS Data Distributed System, it can construct distributed system on edge cluster, so that multiple robots can connect directedly and work collaboratively for the specific task. We will share how we can use Kubernetes on edge including deployment robotics application and possible problems based on our experience. Furthermore, we will share our approach to support edge dependent platform with device-plugin to attach hardware resources and even virtual devices which access to the host system such as 3rd party application.
Embeddable Databases for Mobile Apps: Stress-Free Solutions with InterBaseEmbarcadero Technologies
When it comes to developing mobile applications, keeping data on your device is a must-have feature, but can still be risky. With embedded InterBase, you can deploy high-performance multi-device applications that maintain 256-bit encryption, have a small footprint and need little, if any, administration.
What can participants expect to learn: Using InterBase in your mobile apps is easier than you may expect. Learn to develop mobile applications using InterBase, and how to take advantage of some of the convenient features about InterBase like Change Views and 256-bit security.
Join Mary Kelly, InterBase Engineer & RAD Software Consultant, and Jim McKeeth, Chief Developer Advocate & Engineer, for this webinar replay.
Replay: https://embt.co/2qUPwWY
Session ID: HKG18-312
Session Name: HKG18-312 - CMSIS-NN
Speaker: Rod Crawford
Track: LEG;Ecosystem Day
★ Session Summary ★
Deep learning algorithms are gaining popularity in IoT edge devices, because of their human-level accuracy in many applications, such as image classification and speech recognition. There is an increasing interest in deploying neural networks (NN) on always-on systems such as Arm Cortex-M microcontrollers. In this session, we introduce the challenges of deploying neural networks on microcontrollers with limited memory/compute resources and power budget. We introduce CMSIS-NN, optimized software kernels to enable deployment of neural networks on Cortex-M cores. We further present NN architecture exploration, using keyword spotting application as an example, to develop light-weight models suitable for resource constrained systems.
---------------------------------------------------
★ Resources ★
Event Page: http://connect.linaro.org/resource/hkg18/hkg18-312/
Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-312.pdf
Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-312.mp4
---------------------------------------------------
★ Event Details ★
Linaro Connect Hong Kong 2018 (HKG18)
19-23 March 2018
Regal Airport Hotel Hong Kong
---------------------------------------------------
Keyword: LEG;Ecosystem Day
'http://www.linaro.org'
'http://connect.linaro.org'
---------------------------------------------------
Follow us on Social Media
https://www.facebook.com/LinaroOrg
https://www.youtube.com/user/linaroorg?sub_confirmation=1
https://www.linkedin.com/company/1026961
Whether you are an AI, HPC, IoT, Graphics, Networking or Media developer, visit the Intel Developer Zone today to access the latest software products, resources, training, and support. Test-drive the latest Intel hardware and software products on DevCloud, our online development sandbox, and use DevMesh, our online collaboration portal, to meet and work with other innovators and product leaders. Get started by joining the Intel Developer Community @ software.intel.com.
Qt App Development - Cross-Platform Development for Android, iOS, Windows Pho...Andreas Jakl
How to create a cross-platform native app? What is Qt and which platforms does it support?
Get the latest information on the open source, C++ based framework that lets you target Android, iOS and Windows Phone - plus desktop and embedded platforms! Also contains info on contained UI technologies, the Qt dual-licensing model and the roadmap.
WinJS, Apache Cordova & NFC - HTML5 apps for Android and Windows PhoneAndreas Jakl
How to create cross-platform mobile apps with HTML5 that integrate directly into the platform.
By combining several enterprise-class frameworks and tools, you can create apps that run on all mobile devices, developed in a central repository and tool.
In this presentation, you will learn how to create HTML5 apps with the Visual Studio Multi-Device Hybrid Apps plug-in. Apache Cordova is directly integrated and resposible for creating native apps for the mobile platforms.
WinJS can be used as a major UI framework that is now open source and works accross all platforms and browsers.
To check how you can integrate apps deeper with the native platforms, you will also see how to install and use a custom plug-in that enables Near Field Communication (NFC) on both Android and Windows Phone.
Debug, Analyze and Optimize Games with Intel Tools - Matteo Valoriani - Codem...Codemotion
Use the full potential of your favorite platform while improving a videogame's frame rate and performance with GPA (Graphic Performance Analyzer), a free tool powered by Intel. Featuring a convenient panel overlay, you can quickly identify problem areas and experiment with improvements without having to recompile the source code. System Analyzing to isolate common bottlenecks that affect your game's performance in real time. Analyze performance on a single frame down to the draw call level. Identify where you can evenly distribute workloads across the CPU and GPU.
Solving the Automation Puzzle - how to select the right automation framework ...Ori Bendet
From open source to commercial tools - how we selected the right tool for our automation framework in several projects and products in HPE Software.
Selecting the right automation framework is hard. Today, there are so many possibilities. From open source solutions (Selenium Appium, etc.), to our own developed commercial tools (QTP, UFT, Mobile Center) What was the process that we do in order to select the right automation framework. Our approach was to 1st define our needs from such a framework and we ended up with a list of 10 must have requirements for such a framework and then went on to pick the right tool. We ended up with different frameworks for different projects with a wide combinations of open source (yes, we at HP use open source) to our own tools (UFT, LeanFT, etc.)
Selecting the right automation framework is hard. It might be a critical decision in implementing your continuous testing agenda. Today, there are so many possibilities. From open source solutions (Selenium Appium, etc.), to HPE developed commercial tools (QTP, UFT, Mobile Center).
What was the process that we did in order to select the right automation framework. Our approach was to 1st define our needs from such a framework and we ended up with a list of 10 must have requirements for such a framework and then went on to pick the right tool. We ended up with different frameworks for different projects with a wide combinations of open source to our own tools (UFT, LeanFT, etc.)
Monitoring and Instrumentation Strategies: Tips and Best Practices - AppSphere16AppDynamics
Monitoring is complicated, and in most organizations consists of far too many tools owned by too many teams. Fixing monitoring issues requires people, process, and technology. Hear common issues seen in the real world including what should be monitored or collected from a technology and a business perspective.
Investigate what instrumentation is most scalable and effective across languages, commonly used APIs, and possibilities for capturing data from common languages like Java, .NET, and PHP. Cover browser and mobile instrumentation techniques. Get tips on which APIs to use, what open source tools and frameworks can be leveraged, and how to coordinate and communicate requirements across your organization.
Key takeaways:
o What is instrumentation, and what to instrument, collect, and store
o How this can be accomplished on common software stacks
o How to work with application owners to collect business data
o How correlation works in custom open source or packaged monitoring tools
For more information, go to: www.appdynamics.com
Debugging,Troubleshooting & Monitoring Distributed Web & Cloud Applications a...Theo Jungeblut
In the past, applications where created as monolithic entities running on a single server. If this is the past for you, too, you will have experienced the downside of modern distributed and cloud applications, as debugging, troubleshooting, and monitoring is not easily accomplished with traditional approaches.
Within this session, we will explore different possibilities for collecting and analyzing the needed information to solve issues on modern distributed application and discuss the advantages and disadvantages of each approach like debugger, log files, performance counter and third party solutions. The focus of this session will be on Developer and DevOps need, as increased release cycles and third party dependency more and more result in the need for troubleshooting also on production system, rather than in an isolated test environment.
This session requires a solid understanding of distributed applications and knowledge of SOA, but most principles also apply to and can be beneficial for more traditional application design approaches. The used code examples are in .NET but the shown principles generally apply to other languages, too, and shown software is often available for a variety of environments.
BYOD Revisited: Build Your Own Device (Embedded Linux Conference 2014)Ron Munitz
My session at the Embedded Linux Conference, April 2014, San Jose, CA
Think about the software development routines in the last couple of years. Now think of how they used to be before the "explosion" of cloud services provided by Amazon, Google, Rackspace, Microsoft and the likes.
Even when putting aside distinguished niches such as Safety Critical platforms, and ignoring for the moment the buzz for project management "Agile" methodologies, you will probably notice that the Software Building Practices have completely changed.
You will notice That developing a Software product has become more of an integration effort due to the "explosion" of open source repositories for "high level" components, and that the proficient software developer has become a master of Lego craft.
Now take a look at what Embedded Systems were back at the time, and what it is becoming these days. Not only can one choose their set of components, in ever decreasing prices, sell hardware on kickstarter before even starting a prototype, but one can also replace old times designated HW/SW assembly and libraries, and choose from a variety of Powerful General Purpose Operating Systems that can run servers, desktops, phones, tablets, fitness bracelets, and their next product.
Development has definitely evolved. From mainframes to AWS.
From the V2 analog controller to processing monsters running Linux, Android, Tizen, Windows, FireFoxOS, or your next hand made operating system.
In this session, I am going to present key milestones in the evolution of the Internet of Things, focusing on the present and immediate future techniques for rapidly prototyping and building product stacks, and discuss the many similarities of building a modern Software stack, and a modern Hardware stack.
For Training/Consulting requests: info@thepscg.com
Bridging the Gap: from Data Science to ProductionFlorian Wilhelm
A recent but quite common observation in industry is that although there is an overall high adoption of data science, many companies struggle to get it into production. Huge teams of well-payed data scientists often present one fancy model after the other to their managers but their proof of concepts never manifest into something business relevant. The frustration grows on both sides, managers and data scientists.
In my talk I elaborate on the many reasons why data science to production is such a hard nut to crack. I start with a taxonomy of data use cases in order to easier assess technical requirements. Based thereon, my focus lies on overcoming the two-language-problem which is Python/R loved by data scientists vs. the enterprise-established Java/Scala. From my project experiences I present three different solutions, namely 1) migrating to a single language, 2) reimplementation and 3) usage of a framework. The advantages and disadvantages of each approach is presented and general advices based on the introduced taxonomy is given.
Additionally, my talk also addresses organisational as well as problems in quality assurance and deployment. Best practices and further references are presented on a high-level in order to cover all facets of data science to production.
With my talk I hope to convey the message that breakdowns on the road from data science to production are rather the rule than the exception, so you are not alone. At the end of my talk, you will have a better understanding of why your team and you are struggling and what to do about it.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
7. Round Earth model
●
Test strategy
●
Concentric spheres
– Development concerns “inside”
– UX concerns “outside”
– Risk grows outwards
●
Test pyramid alternative
– Not only “more UTs than E2Es”
Image source: https://phys.org/news/2015-12-earth-layers.html
Idea source: https://www.satisfice.com/blog/archives/4947
8. Round Earth model - layers
●
Surface = what users see
●
Sub-systems / services
●
Units / Components
●
Environment / framework
●
Also:
– User input
– Data flows
– Configuration
Image source: https://phys.org/news/2015-12-earth-layers.html
Idea source: https://www.satisfice.com/blog/archives/4947
9. Round Earth model - outtakes
●
Bottom-up quality
●
Automate low-level checks
●
Encourage penetrability
●
Push tests down
●
Less top-level tests
Image source: https://phys.org/news/2015-12-earth-layers.html
Idea source: https://www.satisfice.com/blog/archives/4947
10. Round Earth model - outtakes for IoT
●
Huge UI layer
– GUIs
– Light / diodes
– Buttons / switches
●
More gluing code needed
●
Many different services
Image source: https://phys.org/news/2015-12-earth-layers.html
Idea source: https://www.satisfice.com/blog/archives/4947
11. Testing components
●
Common ideas
●
Different tools
●
Best practices for each
●
Static Code Analysis
– Easy
– Useful
Image source: https://www.mindtheproduct.com/2016/02/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us/
15. Soft quality checkpoints
●
Test Community
– Weekly meetings
– Day-to-day QA issues
●
Impact meetings
– Thrice per release
– Non-technical people with POs
– Business impact of features
16. Beyond our product
●
Our product = our country
●
International law = Bluetooth Mesh standard
– PTS test suite
●
Interoperability is a must
●
Manual tests of 3rd party
– Apps
– Sea of devices
17. Summary
●
IoT technology stacks are big
●
Common QA concepts
●
Common best practices
– CI/CD as paradigm
●
Best tools for each job
●
Harder integration
– Inside & outside